Shreya Singhal
Gen AI Applied Scientist | Data Scientist @Claritev | Data Science | MachineLearning | Generative AI | Python
- Role
- Applied Gen Ai Scientist at Claritev
- Location
- Austin, TX, US
- LinkedIn followers
- 500 followers
About Shreya Singhal
I am an AI & Data Science professional with a strong foundation in Machine Learning, Deep…
Experience
Applied Gen Ai Scientist
May 2025 — Present · Austin, TX, US
I have contributed to developing and optimizing advanced AI solutions for structured data extraction from various document formats. My focus has been on creating modular pipelines for data extraction, utilizing state-of-the-art language models and OCR technologies to achieve high-accuracy results. Key highlights include:AI Model Evaluation & Optimization: Evaluatedmultiple LLMs, improving performance across real-world document datasets, with a strong focus on handling inconsistencies in data extraction.MLFlow Integration: Set up MLFlow to monitor and track experiments, logging metrics, models, and results to facilitate continuous model improvement.OCR & Table Extraction: Implemented OCR technologies (like PaddleOCR) for table and text extraction from PDFs, enhancing document segmentation and data retrieval.Reusable Code & Strategy Pattern: Applied the strategy pattern to ensure code maintainability, testing, and scalability across multiple models and environments.
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